LLMs can automate the full analog circuit design process—not just sizing or topology separately—by using multiple agents that debate and refine designs, achieving 40x faster results than manual approaches while discovering novel circuit topologies.
AaLLM is an end-to-end framework that uses multiple AI agents working together to automatically design analog circuits from scratch. It takes design requirements as input and outputs complete circuit designs (both the circuit structure and component values), reducing the time-consuming manual work that circuit engineers typically do.